{"id":"W4320027388","doi":"10.35493/medu.42.6","title":"Bipolar Disorder","year":2022,"lang":"en","type":"article","venue":"The Meducator","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Hypomania; Bipolar disorder; Mania; Bipolar II disorder; Psychology; Psychiatry; Population; Mood; Major depressive disorder; Bipolar I disorder; Prevalence of mental disorders; Depression (economics); Clinical psychology; Medicine; Anxiety","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006879813,0.0006405492,0.0007086651,0.0007229694,0.001229422,0.001769862,0.0007026434,0.0008506448,0.1665635],"category_scores_gemma":[0.003324317,0.0001886479,0.0006031679,0.0009351443,0.0002820809,0.0007024605,0.000999217,0.001232466,0.07604784],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001102085,"about_ca_system_score_gemma":0.001955304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006216895,"about_ca_topic_score_gemma":0.01059224,"domain_scores_codex":[0.9991423,0.0001547403,0.0001054962,0.0001673647,0.0002894233,0.0001406557],"domain_scores_gemma":[0.999104,0.0001112968,0.0001120276,0.0000949105,0.0004419559,0.0001357671],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000378516,0.0001534016,0.01062431,0.001012754,0.00008754532,0.0006875519,0.0004078846,0.00007537506,0.000543876,0.005865843,0.6706492,0.3095138],"study_design_scores_gemma":[0.0001522755,0.0001142812,0.01689954,0.001043743,0.00008809441,0.002247004,0.0004801827,0.0001040721,0.0001697184,0.005107403,0.973561,0.00003279993],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02354771,0.03378567,0.004828829,0.01673818,0.007814826,0.001870736,0.04674082,0.001917165,0.862756],"genre_scores_gemma":[0.2603512,0.04347263,0.01154038,0.04604929,0.004800586,0.003016546,0.0826053,0.0009692942,0.5471948],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1665635,"threshold_uncertainty_score":0.5572103,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01294854537715628,"score_gpt":0.2671679999059609,"score_spread":0.2542194545288046,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}